Evidence map›Paper›PMID 41575864›Full record

ArticleJMIR research protocols2026

Developing a Culturally Adapted Digital Health Application for Older Hispanic Adults With Type 2 Diabetes: Protocol for a Qualitative and Pilot Study.

Joshua Caballero, Raymond L Ownby, Henry Nolan Young, Michelle B McElhannon, N M Mahmudul Alam Bhuiya, Kenny H Esho, Russ H Palmer

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Article in JMIR research protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Joshua CaballeroDepartment of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, 250 West Green Street, Athens, GA, 30602, United States, 17065421132.ORCID 0000-0003-4406-2425
Raymond L OwnbyDepartment of Psychiatry and Behavioral Medicine, Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States.ORCID 0000-0001-9433-2820
Henry Nolan YoungDepartment of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, 250 West Green Street, Athens, GA, 30602, United States, 17065421132.ORCID 0000-0002-4803-3288
Michelle B McElhannonDivision of Experience Programs, College of Pharmacy, University of Georgia, Athens, GA, United States.ORCID 0000-0002-2761-1704
N M Mahmudul Alam BhuiyaDepartment of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, 250 West Green Street, Athens, GA, 30602, United States, 17065421132.ORCID 0000-0003-3190-70383
Kenny H EshoAthens Neighborhood Health Center, Athens, GA, United States.ORCID 0009-0006-4331-604X
Russ H PalmerDivision of Instructional Innovation and Research, College of Pharmacy, University of Georgia, Athens, GA, United States.ORCID 0000-0002-0896-4678

Funding

Development of a Culturally Adapted Digital Health Application for Older Hispanics with Type 2 DiabetesR21DK139557 · NIDDK · UNIVERSITY OF GEORGIA · PI CABALLERO, JOSHUA · 2024 to 2024
$188k
NIDDK NIH HHS R21 DK139557
6 · The paper itself

Abstract

Background: Over 40% of Hispanic individuals have below basic health literacy levels, significantly impacting their ability to manage chronic conditions such as type 2 diabetes (T2D). Chronic disease self-management, essential for improving adherence, is often hindered by modifiable factors such as health literacy. Ambulatory care clinical (ACC) pharmacists, through comprehensive medication management (CMM), play a critical role in addressing these barriers; however, current methods for delivering CMM vary significantly, limiting effectiveness. Digital technology may offer significant potential for improving medication adherence, particularly among Hispanic individuals who use smartphones to seek health information. Objective: This study aims to revise, develop, and pilot test a culturally adapted, individually tailored digital health app designed to enhance health literacy and medication adherence among older Hispanic adults with T2D by integrating interactive educational modules into pharmacist-delivered CMM. Methods: Our team previously developed a prototype computer-delivered, culturally adapted intervention targeting health literacy and adherence among older Hispanic individuals. The proposed project involves transforming this intervention into a modernized digital health app. We will achieve 2 specific aims. The first aim is to refine and modernize previously developed content into an interactive digital health app suitable for older Hispanic adults with T2D and ACC pharmacists. A total of 20 patients and 10 ACC pharmacists will review and provide feedback on the app modules. Usability and acceptability will be measured using validated tools, including the System Usability Scale, Adjectival Ease of Use Scale, and the technology acceptance model. The second aim is to conduct a pilot test with 40 Hispanic adults (aged ≥50 years) diagnosed with T2D. Participants will be recruited from a local Federally Qualified Health Center where ACC pharmacists manage diabetes care. Patients will complete a baseline CMM session, interact with the app modules, and return for 1 or 2 CMM follow-up visits. We will assess medication adherence, hemoglobin A1c, and fasting glucose levels as primary outcomes. Results: The digital app has been modernized and completed for acceptability and usability testing. We will begin testing the hypothesis that the app will have above-average usability and acceptability (System Usability Scale: mean score ≥71 and Adjectival Ease of Use Scale: mean score ≥5), with an overall goal that the digital app will be acceptable (via the technology acceptance model) by ≥90% of the patient participants and ACC pharmacists. In addition, anticipated health outcomes for aim 2 include improvements in medication adherence (>80%), hemoglobin A1c (≥0.75% reduction), and fasting glucose (≥25% reduction) from baseline. Conclusions: When the study is completed, it is expected that the culturally adapted digital health app will be acceptable and usable among both patients and pharmacists. Successful results will enable wider dissemination of the refined app and establish a framework adaptable to other chronic diseases, diverse languages, cultures, and health care settings.

Indexed as

Diabetes Mellitus, Type 2Hispanic or LatinoMobile ApplicationsAgedDigital HealthFemaleHealth LiteracyHumansMaleMedication AdherenceMiddle AgedPilot ProjectsQualitative ResearchTelemedicinediabetesdigital apphealth literacyHispanicsLatinxpharmacist

Identifiers

PMID41575864
PMCPMC12833720

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.